Skip to main content
Log in

Study of vertical breakwater reliability based on copulas

  • Published:
Journal of Ocean University of China Aims and scope Submit manuscript

Abstract

The reliability of a vertical breakwater is calculated using direct integration methods based on joint density functions. The horizontal and uplifting wave forces on the vertical breakwater can be well fitted by the lognormal and the Gumbel distributions, respectively. The joint distribution of the horizontal and uplifting wave forces is analyzed using different probabilistic distributions, including the bivariate logistic Gumbel distribution, the bivariate lognormal distribution, and three bivariate Archimedean copulas functions constructed with different marginal distributions simultaneously. We use the fully nested copulas to construct multivariate distributions taking into account related variables. Different goodness fitting tests are carried out to determine the best bivariate copula model for wave forces on a vertical breakwater. We show that a bivariate model constructed by Frank copula gives the best reliability analysis, using marginal distributions of Gumbel and lognormal to account for uplifting pressure and horizontal wave force on a vertical breakwater, respectively. The results show that failure probability of the vertical breakwater calculated by multivariate density function is comparable to those by the Joint Committee on Structural Safety methods. As copulas are suitable for constructing a bivariate or multivariate joint distribution, they have great potential in reliability analysis for other coastal structures.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Balas, C. E., and Koc, L., 2002. Risk assessment of vertical breakwaters–A case study in Turkey. China Ocean Engineering, 16(1): 123–134.

    Google Scholar 

  • Burcharth, H. F., Sorensen, J. D., and Christian, E., 1994. On the evaluation of failure probability of monolithic vertical wall breakwaters. Proceedings of Wave Barriers in Deepwaters. Yokosuka, Japan, 458–468.

    Google Scholar 

  • Castillo, C., Minguez, R., Castillo, E., and Losada, M. A., 2006. An optimal engineering design method with failure rate constraints and sensitivity analysis. Application to composite breakwaters. Coastal Engineering, 53(1): 1–25.

    Article  Google Scholar 

  • Corbella, S., and Stretch, D. D., 2012. Predicting coastal erosion trends using non-stationary statics and process-based models. Coastal Engineering, 70: 40–49.

    Article  Google Scholar 

  • Corbella, S., and Stretch, D. D., 2013. Simulating a multivariate sea storm using Archimedean copulas. Coastal Engineering, 76: 68–78.

    Article  Google Scholar 

  • Dong, H. K., and Woo, S. P., 2005. Neural network for design and reliability analysis of rubble mound breakwaters. Ocean Engineering, 32: 1332–1349.

    Article  Google Scholar 

  • Dong, S., Gao, J. G., Li, X., and Wei, Y., 2015. A storm surge intensity classification based on extreme water level and concomitant wave height. Journal of Ocean University of China, 14(2): 237–244.

    Article  Google Scholar 

  • Eryilmaz, S., 2011. Estimation in coherent reliability systems through copulas. Reliability Engineering & System Safety, 96(5): 564–568.

    Article  Google Scholar 

  • Gumbel, E. J., 1961. Bivariate logistic distributions. Journal of the American Statistical Association, 56: 335–349.

    Article  Google Scholar 

  • Goda, K., 2010. Statistical modeling of joint probability distribution using copula: Application to peak and permanent displacement seismic demands. Structural Safety, 32(2): 112–123.

    Article  Google Scholar 

  • Goda, Y., and Takagi, H., 2000. A reliability design method of caisson breakwaters with optimal wave heights. Coastal Engineering Journal, 42(4): 357–387.

    Article  Google Scholar 

  • Grimaldi, S., and Serinaldi, F., 2006. Asymmetric copula in multivariate flood frequency analysis. Advances in Water Resources, 29(8): 1155–1167.

    Article  Google Scholar 

  • Hasofer, A. M., and Lind, N. C., 1974. Exact and invariant second-moment code format. Journal of the Engineering Mechanics Division, 100(1): 111–121.

    Google Scholar 

  • Hofert, M., 2011. Efficiently sampling nested Archimedean copulas. Computational Statistics and Data Analysis, 55(1): 57–70.

    Article  Google Scholar 

  • Kaidi, S., Rouainia, M., and Ouahsine, A., 2012. Stability of breakwaters under hydrodynamic loading using a coupled DDA/FEM approach. Ocean Engineering, 55: 62–70.

    Article  Google Scholar 

  • Kiureghian, A. D., Lin, H. Z., and Hwang, S. J., 1987. Second order reliability approximations. Journal of Engineering mechanics, 113(8): 1208–1225.

    Article  Google Scholar 

  • Knut, O. R., 1990. Reliability analysis of a coastal dike. Coastal Engineering, 14(1): 43–56.

    Article  Google Scholar 

  • Liu, Y., and Xie, S. L., 1993. Determination of partial factors for the vertical breakwaters. Port Engineering Technology, (4): 1–5 (in Chinese).

    Google Scholar 

  • Ma, M. W., Ren, L. L., Song, S. B., Song, J. L., and Jiang, S. H., 2013. Goodness-of-fit tests for multi-dimensional copulas: Expanding application to historical drought data. Water Science and Engineering, 6(1): 18–30.

    Google Scholar 

  • Mase, H., Tsujio, D., Yasuda, T., and Mori, N., 2013. Stability analysis of composite breakwater with wave-dissipating blocks considering increase in sea levels, surges and waves due to climate change. Ocean Engineering, 71: 58–65.

    Article  Google Scholar 

  • Mehmet, L. K., 2009. Risk assessment of a vertical breakwater using possibility and evidence theories. Ocean Engineering, 36: 1060–1066.

    Article  Google Scholar 

  • Mehmet, L. K., and Can, E. B., 2012. Reliability analysis of a rubble mound breakwater using theory of fuzzy random variables. Applied Ocean Research, 39: 83–88.

    Google Scholar 

  • Nelsen, R. B., 2005. An Introduction to Copulas. 2nd edition. Springer, New York, 17–24.

    Google Scholar 

  • Onoufriou, T., and Forbes, V. J., 2001. Developments in structural system reliability assessments of fixed steel offshore platforms. Reliability Engineering & System Safety, 71(2): 189–199.

    Article  Google Scholar 

  • Qie, L. W., and Li, Y. B., 2004. Reliability index of caisson breakwaters for load variables correlated. China Ocean Engineering, 18(4): 577–584.

    Google Scholar 

  • Repko, P. H. A. J. M., Van, G. H. G. V., and Vrijling, J. K., 2004. Bivariate description of offshore wave conditions with physics-based extreme value statistics. Applied Ocean Research, 26: 162–170.

    Article  Google Scholar 

  • Roberto, M., and Enrique, C., 2009. Reliability-based optimization in engineering using decomposition techniques and FORMS. Structural Safety, 31(3): 214–223.

    Article  Google Scholar 

  • Suh, K. D., Kim, S. W., Kim, S., and Cheon, S., 2013. Effects of climate change on stability of caisson breakwaters in different water depths. Ocean Engineering, 71: 103–112.

    Article  Google Scholar 

  • Takayama, T., and Ikeda, N., 1992. Estimation of sliding failure probability of present breakwaters for probabilistic design. Report of the Port and Harbour Research Institute, 31(5): 3–32.

    Google Scholar 

  • Tang, X. S., Li, D. Q., Zhou, C. B., and Phoon, K. K., 2013. Modeling bivariate distribution using copulas and its application to component reliability analysis. Engineering Mechanics, 30(12): 8–17, 42 (in Chinese).

    Google Scholar 

  • Tarkan, E., 2009. Fuzzy logic approach to conventional rubble mound structures design. Expert Systems with Applications, 36(3): 4162–4170.

    Article  Google Scholar 

  • Waal, D. J. D., and Gelder, P. H. A. J. M. V., 2005. Modelling of extreme wave heights and periods through copulas. Extremes, 8(4): 345–356.

    Article  Google Scholar 

  • Xie, S. L., and Liu, Y., 1992. Reliability based design of vertical breakwaters. Proceedings of International Conference on Port Development for the Next Millennium. Hong Kong Institution of Engineers, Hong Kong, 419–423.

    Google Scholar 

  • Xie, S. L., and Liu, Y., 1994. Design method of breakwaters based on reliability theory. Acta Oceanologica Sinica, 16(5): 126–129 (in Chinese).

    Google Scholar 

  • Yue, S., 2000. The Gumbel logistic model for representing a multivariate storm event. Advances in Water Resources, 24(2): 179–185.

    Article  Google Scholar 

  • Zeng, X. X., Ren, J. C., Wang, Z., and Marshall, S., 2013. Copulas for statistical signal processing (Part I): Extensions and generalization. Signal Processing, 94: 691–702.

    Article  Google Scholar 

  • Zhang, W., and Cui, W. C., 1997. Direct integration method about structural reliability. Journal of Shanghai Jiaotong University, 31(2): 114–116 (in Chinese).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Sheng Dong.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Dong, S., Li, J., Li, X. et al. Study of vertical breakwater reliability based on copulas. J. Ocean Univ. China 15, 232–240 (2016). https://doi.org/10.1007/s11802-016-2692-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11802-016-2692-7

Keywords

Navigation